Data Best Practices

Patterns and conventions for building reliable, maintainable, and observable data systems at Stratpoint.

Pipeline Design

[To be filled by Capability Lead]

Placeholder sections:

• Idempotency
• Incremental vs full-refresh patterns
• Partitioning strategies

Data Modelling

[To be filled by Capability Lead]

SQL Style Guide

[To be filled by Capability Lead]

Testing Strategy

[To be filled by Capability Lead]

Error Handling and Alerting

[To be filled by Capability Lead]

Data Governance

[To be filled by Capability Lead]

Placeholder sections:

• PII handling
• Data classification
• Retention policies

Performance Optimisation

[To be filled by Capability Lead]